Gilles Stoltz

activity

20062023

most citedKullback-Leibler upper confidence bounds for optimal sequential allocation

177 citations · 446 across the 23 of their papers we have counts for

collaborators

Showing 2020Show all

3 papers · 1 filter

stat.ML2020

Diversity-Preserving K-Armed Bandits, Revisited

Hédi Hadiji, Sébastien Gerchinovitz, Jean-Michel Loubes +1

We consider the bandit-based framework for diversity-preserving recommendations introduced by Celis et al. (2019), who approached it in the case of a polytope mainly by a reduction…

stat.AP2020★ 2 cited

Hierarchical robust aggregation of sales forecasts at aggregated levels in e-commerce, based on exponential smoothing and Holt's linear trend method

Malo Huard, Rémy Garnier, Gilles Stoltz

We revisit the interest of classical statistical techniques for sales forecasting like exponential smoothing and extensions thereof (as Holt's linear trend method). We do so by con…

math.ST2020★ 3 cited

Adaptation to the Range in $K$ -Armed Bandits

Hédi Hadiji, Gilles Stoltz

We consider stochastic bandit problems with $K$ arms, each associated with a bounded distribution supported on the range $[m, M]$ . We do not assume that the range $[m, M]$ is known a…

Diversity-Preserving K-Armed Bandits, Revisited

Hierarchical robust aggregation of sales forecasts at aggregated levels in e-commerce, based on exponential smoothing and Holt's linear trend method

Adaptation to the Range in K-Armed Bandits

Adaptation to the Range in $K$ -Armed Bandits